Overview
Brought to you by YData
Dataset statistics
| Number of variables | 23 |
|---|---|
| Number of observations | 3678 |
| Missing cells | 6713 |
| Missing cells (%) | 7.9% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.0 MiB |
| Average record size in memory | 578.4 B |
Variable types
| Categorical | 10 |
|---|---|
| Text | 3 |
| Numeric | 10 |
store room is highly imbalanced (55.7%) | Imbalance |
facing has 1046 (28.4%) missing values | Missing |
super_built_up_area has 1802 (49.0%) missing values | Missing |
built_up_area has 1988 (54.1%) missing values | Missing |
carpet_area has 1806 (49.1%) missing values | Missing |
area is highly skewed (γ1 = 29.7350038) | Skewed |
built_up_area is highly skewed (γ1 = 40.70657243) | Skewed |
carpet_area is highly skewed (γ1 = 24.33323909) | Skewed |
floorNum has 129 (3.5%) zeros | Zeros |
luxury_score has 463 (12.6%) zeros | Zeros |
Reproduction
| Analysis started | 2025-04-24 17:34:42.127495 |
|---|---|
| Analysis finished | 2025-04-24 17:35:09.771433 |
| Duration | 27.64 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
property_type
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 219.9 KiB |
| flat | |
|---|---|
| house |
Length
| Max length | 5 |
|---|---|
| Median length | 4 |
| Mean length | 4.2335508 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | flat |
|---|---|
| 2nd row | flat |
| 3rd row | house |
| 4th row | flat |
| 5th row | flat |
Common Values
| Value | Count | Frequency (%) |
| flat | 2819 | |
| house | 859 | 23.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| flat | 2819 | |
| house | 859 | 23.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| f | 2819 | |
| l | 2819 | |
| a | 2819 | |
| t | 2819 | |
| h | 859 | 5.5% |
| o | 859 | 5.5% |
| u | 859 | 5.5% |
| s | 859 | 5.5% |
| e | 859 | 5.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 15571 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| f | 2819 | |
| l | 2819 | |
| a | 2819 | |
| t | 2819 | |
| h | 859 | 5.5% |
| o | 859 | 5.5% |
| u | 859 | 5.5% |
| s | 859 | 5.5% |
| e | 859 | 5.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 15571 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| f | 2819 | |
| l | 2819 | |
| a | 2819 | |
| t | 2819 | |
| h | 859 | 5.5% |
| o | 859 | 5.5% |
| u | 859 | 5.5% |
| s | 859 | 5.5% |
| e | 859 | 5.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 15571 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| f | 2819 | |
| l | 2819 | |
| a | 2819 | |
| t | 2819 | |
| h | 859 | 5.5% |
| o | 859 | 5.5% |
| u | 859 | 5.5% |
| s | 859 | 5.5% |
| e | 859 | 5.5% |
society
Text
| Distinct | 676 |
|---|---|
| Distinct (%) | 18.4% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 265.3 KiB |
Length
| Max length | 49 |
|---|---|
| Median length | 39 |
| Mean length | 16.871906 |
| Min length | 1 |
Unique
| Unique | 308 ? |
|---|---|
| Unique (%) | 8.4% |
Sample
| 1st row | bestech altura |
|---|---|
| 2nd row | rof ananda |
| 3rd row | independent |
| 4th row | umang monsoon breeze |
| 5th row | tata primanti |
| Value | Count | Frequency (%) |
| independent | 491 | 5.1% |
| the | 350 | 3.6% |
| dlf | 220 | 2.3% |
| park | 209 | 2.2% |
| city | 167 | 1.7% |
| emaar | 155 | 1.6% |
| global | 154 | 1.6% |
| m3m | 152 | 1.6% |
| signature | 151 | 1.6% |
| heights | 134 | 1.4% |
| Other values (783) | 7498 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 6711 | 10.8% |
| 6006 | 9.7% | |
| a | 5864 | 9.5% |
| r | 4172 | 6.7% |
| n | 4164 | 6.7% |
| i | 3832 | 6.2% |
| t | 3721 | 6.0% |
| s | 3473 | 5.6% |
| l | 2945 | 4.7% |
| o | 2756 | 4.4% |
| Other values (31) | 18394 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 55485 | |
| Space Separator | 6006 | 9.7% |
| Decimal Number | 529 | 0.9% |
| Other Punctuation | 10 | < 0.1% |
| Dash Punctuation | 8 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 6711 | |
| a | 5864 | 10.6% |
| r | 4172 | 7.5% |
| n | 4164 | 7.5% |
| i | 3832 | 6.9% |
| t | 3721 | 6.7% |
| s | 3473 | 6.3% |
| l | 2945 | 5.3% |
| o | 2756 | 5.0% |
| d | 2488 | 4.5% |
| Other values (16) | 15359 |
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 208 | |
| 2 | 82 | 15.5% |
| 1 | 75 | 14.2% |
| 6 | 57 | 10.8% |
| 8 | 32 | 6.0% |
| 4 | 19 | 3.6% |
| 5 | 17 | 3.2% |
| 0 | 13 | 2.5% |
| 9 | 13 | 2.5% |
| 7 | 13 | 2.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 7 | |
| / | 2 | 20.0% |
| . | 1 | 10.0% |
Space Separator
| Value | Count | Frequency (%) |
| 6006 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 8 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 55485 | |
| Common | 6553 | 10.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 6711 | |
| a | 5864 | 10.6% |
| r | 4172 | 7.5% |
| n | 4164 | 7.5% |
| i | 3832 | 6.9% |
| t | 3721 | 6.7% |
| s | 3473 | 6.3% |
| l | 2945 | 5.3% |
| o | 2756 | 5.0% |
| d | 2488 | 4.5% |
| Other values (16) | 15359 |
Common
| Value | Count | Frequency (%) |
| 6006 | ||
| 3 | 208 | 3.2% |
| 2 | 82 | 1.3% |
| 1 | 75 | 1.1% |
| 6 | 57 | 0.9% |
| 8 | 32 | 0.5% |
| 4 | 19 | 0.3% |
| 5 | 17 | 0.3% |
| 0 | 13 | 0.2% |
| 9 | 13 | 0.2% |
| Other values (5) | 31 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 62038 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 6711 | 10.8% |
| 6006 | 9.7% | |
| a | 5864 | 9.5% |
| r | 4172 | 6.7% |
| n | 4164 | 6.7% |
| i | 3832 | 6.2% |
| t | 3721 | 6.0% |
| s | 3473 | 5.6% |
| l | 2945 | 4.7% |
| o | 2756 | 4.4% |
| Other values (31) | 18394 |
sector
Text
| Distinct | 115 |
|---|---|
| Distinct (%) | 3.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 238.2 KiB |
Length
| Max length | 26 |
|---|---|
| Median length | 9 |
| Mean length | 9.3183796 |
| Min length | 3 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | sector 79 |
|---|---|
| 2nd row | sector 95 |
| 3rd row | sector 9 |
| 4th row | sector 78 |
| 5th row | sector 72 |
| Value | Count | Frequency (%) |
| sector | 3450 | |
| road | 177 | 2.4% |
| sohna | 165 | 2.2% |
| 85 | 108 | 1.5% |
| 102 | 107 | 1.4% |
| 92 | 100 | 1.4% |
| 69 | 93 | 1.3% |
| 90 | 89 | 1.2% |
| 81 | 87 | 1.2% |
| 65 | 87 | 1.2% |
| Other values (107) | 2922 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 3803 | |
| 3707 | ||
| s | 3694 | |
| r | 3694 | |
| e | 3549 | |
| c | 3501 | |
| t | 3461 | |
| 1 | 1074 | 3.1% |
| 0 | 804 | 2.3% |
| 8 | 780 | 2.3% |
| Other values (21) | 6206 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 23305 | |
| Decimal Number | 7261 | 21.2% |
| Space Separator | 3707 | 10.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 3803 | |
| s | 3694 | |
| r | 3694 | |
| e | 3549 | |
| c | 3501 | |
| t | 3461 | |
| a | 697 | 3.0% |
| d | 248 | 1.1% |
| n | 229 | 1.0% |
| h | 202 | 0.9% |
| Other values (10) | 227 | 1.0% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1074 | |
| 0 | 804 | |
| 8 | 780 | |
| 9 | 761 | |
| 6 | 739 | |
| 7 | 682 | |
| 2 | 679 | |
| 3 | 665 | |
| 5 | 593 | |
| 4 | 484 |
Space Separator
| Value | Count | Frequency (%) |
| 3707 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 23305 | |
| Common | 10968 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 3803 | |
| s | 3694 | |
| r | 3694 | |
| e | 3549 | |
| c | 3501 | |
| t | 3461 | |
| a | 697 | 3.0% |
| d | 248 | 1.1% |
| n | 229 | 1.0% |
| h | 202 | 0.9% |
| Other values (10) | 227 | 1.0% |
Common
| Value | Count | Frequency (%) |
| 3707 | ||
| 1 | 1074 | 9.8% |
| 0 | 804 | 7.3% |
| 8 | 780 | 7.1% |
| 9 | 761 | 6.9% |
| 6 | 739 | 6.7% |
| 7 | 682 | 6.2% |
| 2 | 679 | 6.2% |
| 3 | 665 | 6.1% |
| 5 | 593 | 5.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 34273 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 3803 | |
| 3707 | ||
| s | 3694 | |
| r | 3694 | |
| e | 3549 | |
| c | 3501 | |
| t | 3461 | |
| 1 | 1074 | 3.1% |
| 0 | 804 | 2.3% |
| 8 | 780 | 2.3% |
| Other values (21) | 6206 |
price
Real number (ℝ)
| Distinct | 473 |
|---|---|
| Distinct (%) | 12.9% |
| Missing | 17 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.5334226 |
| Minimum | 0.07 |
|---|---|
| Maximum | 31.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.5 KiB |
Quantile statistics
| Minimum | 0.07 |
|---|---|
| 5-th percentile | 0.37 |
| Q1 | 0.95 |
| median | 1.52 |
| Q3 | 2.75 |
| 95-th percentile | 8.5 |
| Maximum | 31.5 |
| Range | 31.43 |
| Interquartile range (IQR) | 1.8 |
Descriptive statistics
| Standard deviation | 2.9802521 |
|---|---|
| Coefficient of variation (CV) | 1.1763739 |
| Kurtosis | 14.938471 |
| Mean | 2.5334226 |
| Median Absolute Deviation (MAD) | 0.72 |
| Skewness | 3.2797359 |
| Sum | 9274.86 |
| Variance | 8.8819024 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.25 | 80 | 2.2% |
| 1.5 | 64 | 1.7% |
| 1.2 | 64 | 1.7% |
| 0.9 | 63 | 1.7% |
| 1.1 | 62 | 1.7% |
| 1.4 | 60 | 1.6% |
| 1.3 | 57 | 1.5% |
| 0.95 | 52 | 1.4% |
| 2 | 52 | 1.4% |
| 1.6 | 48 | 1.3% |
| Other values (463) | 3059 |
| Value | Count | Frequency (%) |
| 0.07 | 1 | < 0.1% |
| 0.16 | 1 | < 0.1% |
| 0.17 | 1 | < 0.1% |
| 0.19 | 1 | < 0.1% |
| 0.2 | 8 | |
| 0.21 | 6 | |
| 0.22 | 8 | |
| 0.23 | 1 | < 0.1% |
| 0.24 | 6 | |
| 0.25 | 11 |
| Value | Count | Frequency (%) |
| 31.5 | 1 | < 0.1% |
| 27.5 | 1 | < 0.1% |
| 26 | 2 | |
| 25 | 1 | < 0.1% |
| 24 | 1 | < 0.1% |
| 23 | 1 | < 0.1% |
| 22 | 1 | < 0.1% |
| 20 | 3 | |
| 19.5 | 2 | |
| 19 | 3 |
price_per_sqft
Real number (ℝ)
| Distinct | 2651 |
|---|---|
| Distinct (%) | 72.4% |
| Missing | 17 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13893.043 |
| Minimum | 4 |
|---|---|
| Maximum | 600000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.5 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 4716 |
| Q1 | 6818 |
| median | 9020 |
| Q3 | 13888 |
| 95-th percentile | 33333 |
| Maximum | 600000 |
| Range | 599996 |
| Interquartile range (IQR) | 7070 |
Descriptive statistics
| Standard deviation | 23206.907 |
|---|---|
| Coefficient of variation (CV) | 1.6703978 |
| Kurtosis | 186.97874 |
| Mean | 13893.043 |
| Median Absolute Deviation (MAD) | 2795 |
| Skewness | 11.438687 |
| Sum | 50862429 |
| Variance | 5.3856054 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10000 | 27 | 0.7% |
| 8000 | 19 | 0.5% |
| 5000 | 17 | 0.5% |
| 12500 | 14 | 0.4% |
| 11111 | 13 | 0.4% |
| 22222 | 13 | 0.4% |
| 6666 | 13 | 0.4% |
| 8333 | 12 | 0.3% |
| 7500 | 12 | 0.3% |
| 6000 | 11 | 0.3% |
| Other values (2641) | 3510 | |
| (Missing) | 17 | 0.5% |
| Value | Count | Frequency (%) |
| 4 | 1 | |
| 5 | 1 | |
| 7 | 1 | |
| 9 | 1 | |
| 53 | 1 | |
| 57 | 1 | |
| 58 | 2 | |
| 60 | 1 | |
| 61 | 1 | |
| 79 | 1 |
| Value | Count | Frequency (%) |
| 600000 | 1 | |
| 400000 | 1 | |
| 315789 | 1 | |
| 308333 | 1 | |
| 290948 | 1 | |
| 283333 | 1 | |
| 266666 | 1 | |
| 261194 | 1 | |
| 245398 | 1 | |
| 241666 | 1 |
area
Real number (ℝ)
Skewed 
| Distinct | 1312 |
|---|---|
| Distinct (%) | 35.8% |
| Missing | 17 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2887.8375 |
| Minimum | 50 |
|---|---|
| Maximum | 875000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.5 KiB |
Quantile statistics
| Minimum | 50 |
|---|---|
| 5-th percentile | 519 |
| Q1 | 1230 |
| median | 1733 |
| Q3 | 2300 |
| 95-th percentile | 4246 |
| Maximum | 875000 |
| Range | 874950 |
| Interquartile range (IQR) | 1070 |
Descriptive statistics
| Standard deviation | 23164.36 |
|---|---|
| Coefficient of variation (CV) | 8.0213517 |
| Kurtosis | 942.28627 |
| Mean | 2887.8375 |
| Median Absolute Deviation (MAD) | 533 |
| Skewness | 29.735004 |
| Sum | 10572373 |
| Variance | 5.3658758 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1650 | 54 | 1.5% |
| 1350 | 48 | 1.3% |
| 1800 | 47 | 1.3% |
| 3240 | 43 | 1.2% |
| 1950 | 43 | 1.2% |
| 2700 | 39 | 1.1% |
| 900 | 38 | 1.0% |
| 2000 | 33 | 0.9% |
| 2250 | 25 | 0.7% |
| 2400 | 23 | 0.6% |
| Other values (1302) | 3268 |
| Value | Count | Frequency (%) |
| 50 | 4 | |
| 55 | 1 | < 0.1% |
| 56 | 1 | < 0.1% |
| 57 | 1 | < 0.1% |
| 60 | 2 | |
| 61 | 1 | < 0.1% |
| 67 | 2 | |
| 70 | 1 | < 0.1% |
| 72 | 1 | < 0.1% |
| 76 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 875000 | 1 | |
| 642857 | 1 | |
| 620000 | 1 | |
| 566667 | 1 | |
| 215517 | 1 | |
| 98978 | 1 | |
| 82781 | 1 | |
| 65517 | 2 | |
| 65261 | 1 | |
| 58228 | 1 |
areaWithType
Text
| Distinct | 2355 |
|---|---|
| Distinct (%) | 64.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 399.5 KiB |
Length
| Max length | 124 |
|---|---|
| Median length | 119 |
| Mean length | 54.231648 |
| Min length | 12 |
Unique
| Unique | 1849 ? |
|---|---|
| Unique (%) | 50.3% |
Sample
| 1st row | Super Built up area 2150(199.74 sq.m.) |
|---|---|
| 2nd row | Carpet area: 728 (67.63 sq.m.) |
| 3rd row | Carpet area: 33 (27.59 sq.m.) |
| 4th row | Built Up area: 1730 (160.72 sq.m.) |
| 5th row | Super Built up area 2905(269.88 sq.m.) |
| Value | Count | Frequency (%) |
| area | 5574 | |
| sq.m | 3656 | |
| up | 3021 | 10.0% |
| built | 2317 | 7.7% |
| super | 1876 | 6.2% |
| sq.ft | 1751 | 5.8% |
| sq.m.)carpet | 1185 | 3.9% |
| sq.m.)built | 702 | 2.3% |
| carpet | 683 | 2.3% |
| plot | 681 | 2.3% |
| Other values (2846) | 8701 |
Most occurring characters
| Value | Count | Frequency (%) |
| 26469 | 13.3% | |
| . | 20392 | 10.2% |
| a | 13156 | 6.6% |
| r | 9458 | 4.7% |
| e | 9322 | 4.7% |
| 1 | 9208 | 4.6% |
| s | 7568 | 3.8% |
| q | 7432 | 3.7% |
| t | 7325 | 3.7% |
| u | 6773 | 3.4% |
| Other values (25) | 82361 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 82775 | |
| Decimal Number | 47144 | |
| Space Separator | 26469 | 13.3% |
| Other Punctuation | 23409 | 11.7% |
| Uppercase Letter | 8595 | 4.3% |
| Close Punctuation | 5536 | 2.8% |
| Open Punctuation | 5536 | 2.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 13156 | |
| r | 9458 | |
| e | 9322 | |
| s | 7568 | |
| q | 7432 | |
| t | 7325 | |
| u | 6773 | |
| p | 6769 | |
| m | 5545 | |
| l | 3702 | 4.5% |
| Other values (5) | 5725 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 9208 | |
| 0 | 6631 | |
| 2 | 5688 | |
| 5 | 4714 | |
| 3 | 3961 | |
| 4 | 3712 | |
| 6 | 3674 | 7.8% |
| 7 | 3254 | 6.9% |
| 8 | 3158 | 6.7% |
| 9 | 3144 | 6.7% |
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 3021 | |
| S | 1876 | |
| C | 1872 | |
| U | 1145 | 13.3% |
| P | 681 | 7.9% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 20392 | |
| : | 3017 | 12.9% |
Space Separator
| Value | Count | Frequency (%) |
| 26469 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 5536 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 5536 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 108094 | |
| Latin | 91370 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 13156 | |
| r | 9458 | |
| e | 9322 | |
| s | 7568 | |
| q | 7432 | |
| t | 7325 | |
| u | 6773 | |
| p | 6769 | |
| m | 5545 | 6.1% |
| l | 3702 | 4.1% |
| Other values (10) | 14320 |
Common
| Value | Count | Frequency (%) |
| 26469 | ||
| . | 20392 | |
| 1 | 9208 | 8.5% |
| 0 | 6631 | 6.1% |
| 2 | 5688 | 5.3% |
| ) | 5536 | 5.1% |
| ( | 5536 | 5.1% |
| 5 | 4714 | 4.4% |
| 3 | 3961 | 3.7% |
| 4 | 3712 | 3.4% |
| Other values (5) | 16247 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 199464 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 26469 | 13.3% | |
| . | 20392 | 10.2% |
| a | 13156 | 6.6% |
| r | 9458 | 4.7% |
| e | 9322 | 4.7% |
| 1 | 9208 | 4.6% |
| s | 7568 | 3.8% |
| q | 7432 | 3.7% |
| t | 7325 | 3.7% |
| u | 6773 | 3.4% |
| Other values (25) | 82361 |
bedRoom
Real number (ℝ)
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.3597064 |
| Minimum | 1 |
|---|---|
| Maximum | 21 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 21 |
| Range | 20 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.8975034 |
|---|---|
| Coefficient of variation (CV) | 0.5647825 |
| Kurtosis | 18.215499 |
| Mean | 3.3597064 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 3.4853698 |
| Sum | 12357 |
| Variance | 3.600519 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 1496 | |
| 2 | 943 | |
| 4 | 660 | |
| 5 | 210 | 5.7% |
| 1 | 124 | 3.4% |
| 6 | 74 | 2.0% |
| 9 | 41 | 1.1% |
| 8 | 30 | 0.8% |
| 7 | 28 | 0.8% |
| 12 | 28 | 0.8% |
| Other values (9) | 44 | 1.2% |
| Value | Count | Frequency (%) |
| 1 | 124 | 3.4% |
| 2 | 943 | |
| 3 | 1496 | |
| 4 | 660 | |
| 5 | 210 | 5.7% |
| 6 | 74 | 2.0% |
| 7 | 28 | 0.8% |
| 8 | 30 | 0.8% |
| 9 | 41 | 1.1% |
| 10 | 20 | 0.5% |
| Value | Count | Frequency (%) |
| 21 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 19 | 2 | 0.1% |
| 18 | 2 | 0.1% |
| 16 | 12 | |
| 14 | 1 | < 0.1% |
| 13 | 4 | 0.1% |
| 12 | 28 | |
| 11 | 1 | < 0.1% |
| 10 | 20 |
bathroom
Real number (ℝ)
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.4241436 |
| Minimum | 1 |
|---|---|
| Maximum | 21 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 21 |
| Range | 20 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.9479448 |
|---|---|
| Coefficient of variation (CV) | 0.56888526 |
| Kurtosis | 17.544566 |
| Mean | 3.4241436 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 3.2490529 |
| Sum | 12594 |
| Variance | 3.794489 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 1077 | |
| 2 | 1048 | |
| 4 | 820 | |
| 5 | 294 | 8.0% |
| 1 | 156 | 4.2% |
| 6 | 117 | 3.2% |
| 9 | 41 | 1.1% |
| 7 | 40 | 1.1% |
| 8 | 25 | 0.7% |
| 12 | 22 | 0.6% |
| Other values (9) | 38 | 1.0% |
| Value | Count | Frequency (%) |
| 1 | 156 | 4.2% |
| 2 | 1048 | |
| 3 | 1077 | |
| 4 | 820 | |
| 5 | 294 | 8.0% |
| 6 | 117 | 3.2% |
| 7 | 40 | 1.1% |
| 8 | 25 | 0.7% |
| 9 | 41 | 1.1% |
| 10 | 9 | 0.2% |
| Value | Count | Frequency (%) |
| 21 | 1 | < 0.1% |
| 20 | 3 | 0.1% |
| 18 | 4 | 0.1% |
| 17 | 3 | 0.1% |
| 16 | 8 | 0.2% |
| 14 | 2 | 0.1% |
| 13 | 4 | 0.1% |
| 12 | 22 | |
| 11 | 4 | 0.1% |
| 10 | 9 |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.3186514 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3+ |
|---|---|
| 2nd row | 2 |
| 3rd row | 2 |
| 4th row | 2 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 3+ | 1172 | |
| 3 | 1074 | |
| 2 | 885 | |
| 1 | 365 | 9.9% |
| 0 | 182 | 4.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 2246 | |
| 2 | 885 | 24.1% |
| 1 | 365 | 9.9% |
| 0 | 182 | 4.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 2246 | |
| + | 1172 | |
| 2 | 885 | 18.2% |
| 1 | 365 | 7.5% |
| 0 | 182 | 3.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3678 | |
| Math Symbol | 1172 | 24.2% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 2246 | |
| 2 | 885 | 24.1% |
| 1 | 365 | 9.9% |
| 0 | 182 | 4.9% |
Math Symbol
| Value | Count | Frequency (%) |
| + | 1172 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4850 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3 | 2246 | |
| + | 1172 | |
| 2 | 885 | 18.2% |
| 1 | 365 | 7.5% |
| 0 | 182 | 3.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4850 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3 | 2246 | |
| + | 1172 | |
| 2 | 885 | 18.2% |
| 1 | 365 | 7.5% |
| 0 | 182 | 3.8% |
floorNum
Real number (ℝ)
Zeros 
| Distinct | 43 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 19 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.7966658 |
| Minimum | 0 |
|---|---|
| Maximum | 51 |
| Zeros | 129 |
| Zeros (%) | 3.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 5 |
| Q3 | 10 |
| 95-th percentile | 18 |
| Maximum | 51 |
| Range | 51 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 6.0123965 |
|---|---|
| Coefficient of variation (CV) | 0.88460971 |
| Kurtosis | 4.5156476 |
| Mean | 6.7966658 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.6938301 |
| Sum | 24869 |
| Variance | 36.148912 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 498 | |
| 2 | 493 | |
| 1 | 352 | 9.6% |
| 4 | 316 | 8.6% |
| 8 | 195 | 5.3% |
| 6 | 183 | 5.0% |
| 10 | 179 | 4.9% |
| 7 | 176 | 4.8% |
| 5 | 169 | 4.6% |
| 9 | 161 | 4.4% |
| Other values (33) | 937 |
| Value | Count | Frequency (%) |
| 0 | 129 | 3.5% |
| 1 | 352 | |
| 2 | 493 | |
| 3 | 498 | |
| 4 | 316 | |
| 5 | 169 | 4.6% |
| 6 | 183 | 5.0% |
| 7 | 176 | 4.8% |
| 8 | 195 | 5.3% |
| 9 | 161 | 4.4% |
| Value | Count | Frequency (%) |
| 51 | 1 | < 0.1% |
| 45 | 1 | < 0.1% |
| 44 | 1 | < 0.1% |
| 43 | 2 | |
| 40 | 1 | < 0.1% |
| 39 | 2 | |
| 38 | 1 | < 0.1% |
| 35 | 2 | |
| 34 | 2 | |
| 33 | 4 |
facing
Categorical
Missing 
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 1046 |
| Missing (%) | 28.4% |
| Memory size | 229.5 KiB |
| East | |
|---|---|
| North-East | |
| North | |
| West | |
| South | |
| Other values (3) |
Length
| Max length | 10 |
|---|---|
| Median length | 5 |
| Mean length | 6.8381459 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | North |
|---|---|
| 2nd row | North-West |
| 3rd row | East |
| 4th row | South-East |
| 5th row | South-West |
Common Values
| Value | Count | Frequency (%) |
| East | 623 | |
| North-East | 623 | |
| North | 387 | 10.5% |
| West | 249 | 6.8% |
| South | 231 | 6.3% |
| North-West | 193 | 5.2% |
| South-East | 173 | 4.7% |
| South-West | 153 | 4.2% |
| (Missing) | 1046 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| east | 623 | |
| north-east | 623 | |
| north | 387 | |
| west | 249 | 9.5% |
| south | 231 | 8.8% |
| north-west | 193 | 7.3% |
| south-east | 173 | 6.6% |
| south-west | 153 | 5.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 3774 | |
| s | 2014 | |
| o | 1760 | |
| h | 1760 | |
| E | 1419 | 7.9% |
| a | 1419 | 7.9% |
| N | 1203 | 6.7% |
| r | 1203 | 6.7% |
| - | 1142 | 6.3% |
| W | 595 | 3.3% |
| Other values (3) | 1709 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 13082 | |
| Uppercase Letter | 3774 | 21.0% |
| Dash Punctuation | 1142 | 6.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 3774 | |
| s | 2014 | |
| o | 1760 | |
| h | 1760 | |
| a | 1419 | 10.8% |
| r | 1203 | 9.2% |
| e | 595 | 4.5% |
| u | 557 | 4.3% |
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 1419 | |
| N | 1203 | |
| W | 595 | |
| S | 557 | 14.8% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1142 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 16856 | |
| Common | 1142 | 6.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| t | 3774 | |
| s | 2014 | |
| o | 1760 | |
| h | 1760 | |
| E | 1419 | 8.4% |
| a | 1419 | 8.4% |
| N | 1203 | 7.1% |
| r | 1203 | 7.1% |
| W | 595 | 3.5% |
| e | 595 | 3.5% |
| Other values (2) | 1114 | 6.6% |
Common
| Value | Count | Frequency (%) |
| - | 1142 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 17998 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| t | 3774 | |
| s | 2014 | |
| o | 1760 | |
| h | 1760 | |
| E | 1419 | 7.9% |
| a | 1419 | 7.9% |
| N | 1203 | 6.7% |
| r | 1203 | 6.7% |
| - | 1142 | 6.3% |
| W | 595 | 3.3% |
| Other values (3) | 1709 |
agePossession
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 252.8 KiB |
| Relatively New | |
|---|---|
| New Property | |
| Moderately Old | |
| Undefined | |
| Old Property |
Length
| Max length | 18 |
|---|---|
| Median length | 14 |
| Mean length | 13.387167 |
| Min length | 9 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | New Property |
|---|---|
| 2nd row | New Property |
| 3rd row | Undefined |
| 4th row | Relatively New |
| 5th row | Moderately Old |
Common Values
| Value | Count | Frequency (%) |
| Relatively New | 1646 | |
| New Property | 593 | 16.1% |
| Moderately Old | 563 | 15.3% |
| Undefined | 306 | 8.3% |
| Old Property | 303 | 8.2% |
| Under Construction | 267 | 7.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| new | 2239 | |
| relatively | 1646 | |
| property | 896 | |
| old | 866 | 12.3% |
| moderately | 563 | 8.0% |
| undefined | 306 | 4.3% |
| under | 267 | 3.8% |
| construction | 267 | 3.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 8432 | |
| l | 4721 | 9.6% |
| t | 3639 | 7.4% |
| 3372 | 6.8% | |
| y | 3105 | 6.3% |
| r | 2889 | 5.9% |
| d | 2308 | 4.7% |
| N | 2239 | 4.5% |
| w | 2239 | 4.5% |
| i | 2219 | 4.5% |
| Other values (15) | 14075 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 38816 | |
| Uppercase Letter | 7050 | 14.3% |
| Space Separator | 3372 | 6.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 8432 | |
| l | 4721 | |
| t | 3639 | |
| y | 3105 | 8.0% |
| r | 2889 | 7.4% |
| d | 2308 | 5.9% |
| w | 2239 | 5.8% |
| i | 2219 | 5.7% |
| a | 2209 | 5.7% |
| o | 1993 | 5.1% |
| Other values (7) | 5062 |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 2239 | |
| R | 1646 | |
| P | 896 | |
| O | 866 | 12.3% |
| U | 573 | 8.1% |
| M | 563 | 8.0% |
| C | 267 | 3.8% |
Space Separator
| Value | Count | Frequency (%) |
| 3372 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 45866 | |
| Common | 3372 | 6.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 8432 | |
| l | 4721 | 10.3% |
| t | 3639 | 7.9% |
| y | 3105 | 6.8% |
| r | 2889 | 6.3% |
| d | 2308 | 5.0% |
| N | 2239 | 4.9% |
| w | 2239 | 4.9% |
| i | 2219 | 4.8% |
| a | 2209 | 4.8% |
| Other values (14) | 11866 |
Common
| Value | Count | Frequency (%) |
| 3372 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 49238 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 8432 | |
| l | 4721 | 9.6% |
| t | 3639 | 7.4% |
| 3372 | 6.8% | |
| y | 3105 | 6.3% |
| r | 2889 | 5.9% |
| d | 2308 | 4.7% |
| N | 2239 | 4.5% |
| w | 2239 | 4.5% |
| i | 2219 | 4.5% |
| Other values (15) | 14075 |
super_built_up_area
Real number (ℝ)
Missing 
| Distinct | 593 |
|---|---|
| Distinct (%) | 31.6% |
| Missing | 1802 |
| Missing (%) | 49.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1924.7876 |
| Minimum | 89 |
|---|---|
| Maximum | 10000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.5 KiB |
Quantile statistics
| Minimum | 89 |
|---|---|
| 5-th percentile | 767 |
| Q1 | 1478.75 |
| median | 1828 |
| Q3 | 2215 |
| 95-th percentile | 3185 |
| Maximum | 10000 |
| Range | 9911 |
| Interquartile range (IQR) | 736.25 |
Descriptive statistics
| Standard deviation | 764.21698 |
|---|---|
| Coefficient of variation (CV) | 0.39703964 |
| Kurtosis | 10.344048 |
| Mean | 1924.7876 |
| Median Absolute Deviation (MAD) | 372 |
| Skewness | 1.8362017 |
| Sum | 3610901.5 |
| Variance | 584027.59 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1650 | 37 | 1.0% |
| 1950 | 37 | 1.0% |
| 1578 | 25 | 0.7% |
| 2000 | 25 | 0.7% |
| 2150 | 22 | 0.6% |
| 1640 | 22 | 0.6% |
| 1900 | 19 | 0.5% |
| 2408 | 19 | 0.5% |
| 1930 | 18 | 0.5% |
| 1350 | 17 | 0.5% |
| Other values (583) | 1635 | |
| (Missing) | 1802 |
| Value | Count | Frequency (%) |
| 89 | 1 | |
| 145 | 1 | |
| 161 | 1 | |
| 215 | 1 | |
| 216 | 1 | |
| 325 | 1 | |
| 340 | 1 | |
| 352 | 1 | |
| 380 | 1 | |
| 406 | 1 |
| Value | Count | Frequency (%) |
| 10000 | 1 | |
| 6926 | 1 | |
| 6000 | 1 | |
| 5800 | 2 | |
| 5514 | 1 | |
| 5350 | 2 | |
| 5200 | 2 | |
| 4890 | 1 | |
| 4857 | 1 | |
| 4848 | 2 |
built_up_area
Real number (ℝ)
Missing  Skewed 
| Distinct | 644 |
|---|---|
| Distinct (%) | 38.1% |
| Missing | 1988 |
| Missing (%) | 54.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2379.5858 |
| Minimum | 2 |
|---|---|
| Maximum | 737147 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.5 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 240.45 |
| Q1 | 1100 |
| median | 1650 |
| Q3 | 2400 |
| 95-th percentile | 4691 |
| Maximum | 737147 |
| Range | 737145 |
| Interquartile range (IQR) | 1300 |
Descriptive statistics
| Standard deviation | 17942.88 |
|---|---|
| Coefficient of variation (CV) | 7.5403375 |
| Kurtosis | 1667.8704 |
| Mean | 2379.5858 |
| Median Absolute Deviation (MAD) | 650 |
| Skewness | 40.706572 |
| Sum | 4021500 |
| Variance | 3.2194695 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1800 | 41 | 1.1% |
| 3240 | 37 | 1.0% |
| 1900 | 34 | 0.9% |
| 1350 | 33 | 0.9% |
| 2700 | 33 | 0.9% |
| 900 | 28 | 0.8% |
| 1600 | 26 | 0.7% |
| 2000 | 24 | 0.7% |
| 1300 | 24 | 0.7% |
| 1700 | 23 | 0.6% |
| Other values (634) | 1387 | |
| (Missing) | 1988 |
| Value | Count | Frequency (%) |
| 2 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 30 | 1 | < 0.1% |
| 33 | 1 | < 0.1% |
| 50 | 3 | |
| 53 | 1 | < 0.1% |
| 55 | 1 | < 0.1% |
| 56 | 1 | < 0.1% |
| 57 | 1 | < 0.1% |
| 60 | 5 |
| Value | Count | Frequency (%) |
| 737147 | 1 | < 0.1% |
| 13500 | 1 | < 0.1% |
| 11286 | 1 | < 0.1% |
| 9500 | 1 | < 0.1% |
| 9000 | 7 | |
| 8775 | 1 | < 0.1% |
| 8286 | 1 | < 0.1% |
| 8067.8 | 1 | < 0.1% |
| 8000 | 1 | < 0.1% |
| 7500 | 2 | 0.1% |
carpet_area
Real number (ℝ)
Missing  Skewed 
| Distinct | 733 |
|---|---|
| Distinct (%) | 39.2% |
| Missing | 1806 |
| Missing (%) | 49.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2529.1795 |
| Minimum | 15 |
|---|---|
| Maximum | 607936 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.5 KiB |
Quantile statistics
| Minimum | 15 |
|---|---|
| 5-th percentile | 350 |
| Q1 | 843 |
| median | 1300 |
| Q3 | 1790 |
| 95-th percentile | 2950 |
| Maximum | 607936 |
| Range | 607921 |
| Interquartile range (IQR) | 947 |
Descriptive statistics
| Standard deviation | 22799.836 |
|---|---|
| Coefficient of variation (CV) | 9.0147166 |
| Kurtosis | 604.53764 |
| Mean | 2529.1795 |
| Median Absolute Deviation (MAD) | 472.5 |
| Skewness | 24.333239 |
| Sum | 4734624 |
| Variance | 5.1983254 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1400 | 42 | 1.1% |
| 1600 | 35 | 1.0% |
| 1800 | 35 | 1.0% |
| 1200 | 31 | 0.8% |
| 1500 | 29 | 0.8% |
| 1650 | 28 | 0.8% |
| 1350 | 27 | 0.7% |
| 1300 | 23 | 0.6% |
| 1000 | 22 | 0.6% |
| 1450 | 22 | 0.6% |
| Other values (723) | 1578 | |
| (Missing) | 1806 |
| Value | Count | Frequency (%) |
| 15 | 1 | < 0.1% |
| 33 | 1 | < 0.1% |
| 48 | 1 | < 0.1% |
| 50 | 1 | < 0.1% |
| 59 | 1 | < 0.1% |
| 60 | 1 | < 0.1% |
| 66 | 1 | < 0.1% |
| 72 | 1 | < 0.1% |
| 76.44 | 3 | |
| 77.31 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 607936 | 1 | |
| 569243 | 1 | |
| 514396 | 1 | |
| 64529 | 1 | |
| 64412 | 1 | |
| 58141 | 1 | |
| 54917 | 1 | |
| 48811 | 1 | |
| 45966 | 1 | |
| 34401 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2973 | |
| 1 | 705 | 19.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2973 | |
| 1 | 705 | 19.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2973 | |
| 1 | 705 | 19.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3678 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2973 | |
| 1 | 705 | 19.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3678 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2973 | |
| 1 | 705 | 19.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3678 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2973 | |
| 1 | 705 | 19.2% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2350 | |
| 1 | 1328 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2350 | |
| 1 | 1328 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2350 | |
| 1 | 1328 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3678 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2350 | |
| 1 | 1328 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3678 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2350 | |
| 1 | 1328 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3678 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2350 | |
| 1 | 1328 |
store room
Categorical
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 208.3 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3340 | |
| 1 | 338 | 9.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 3340 | |
| 1 | 338 | 9.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3340 | |
| 1 | 338 | 9.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3678 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3340 | |
| 1 | 338 | 9.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3678 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 3340 | |
| 1 | 338 | 9.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3678 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 3340 | |
| 1 | 338 | 9.2% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3022 | |
| 1 | 656 | 17.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 3022 | |
| 1 | 656 | 17.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3022 | |
| 1 | 656 | 17.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3678 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3022 | |
| 1 | 656 | 17.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3678 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 3022 | |
| 1 | 656 | 17.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3678 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 3022 | |
| 1 | 656 | 17.8% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3273 | |
| 1 | 405 | 11.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 3273 | |
| 1 | 405 | 11.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3273 | |
| 1 | 405 | 11.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3678 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3273 | |
| 1 | 405 | 11.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3678 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 3273 | |
| 1 | 405 | 11.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3678 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 3273 | |
| 1 | 405 | 11.0% |
furnishing_type
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 208.3 KiB |
| 0 | |
|---|---|
| 1 | |
| 2 | 203 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2437 | |
| 1 | 1038 | |
| 2 | 203 | 5.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2437 | |
| 1 | 1038 | |
| 2 | 203 | 5.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2437 | |
| 1 | 1038 | |
| 2 | 203 | 5.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3678 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2437 | |
| 1 | 1038 | |
| 2 | 203 | 5.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3678 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2437 | |
| 1 | 1038 | |
| 2 | 203 | 5.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3678 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2437 | |
| 1 | 1038 | |
| 2 | 203 | 5.5% |
luxury_score
Real number (ℝ)
Zeros 
| Distinct | 161 |
|---|---|
| Distinct (%) | 4.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 71.493475 |
| Minimum | 0 |
|---|---|
| Maximum | 174 |
| Zeros | 463 |
| Zeros (%) | 12.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 31 |
| median | 59 |
| Q3 | 110 |
| 95-th percentile | 174 |
| Maximum | 174 |
| Range | 174 |
| Interquartile range (IQR) | 79 |
Descriptive statistics
| Standard deviation | 53.06497 |
|---|---|
| Coefficient of variation (CV) | 0.74223515 |
| Kurtosis | -0.88015164 |
| Mean | 71.493475 |
| Median Absolute Deviation (MAD) | 38 |
| Skewness | 0.45920248 |
| Sum | 262953 |
| Variance | 2815.891 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 463 | 12.6% |
| 49 | 348 | 9.5% |
| 174 | 195 | 5.3% |
| 44 | 60 | 1.6% |
| 165 | 55 | 1.5% |
| 38 | 55 | 1.5% |
| 72 | 52 | 1.4% |
| 60 | 47 | 1.3% |
| 37 | 45 | 1.2% |
| 42 | 45 | 1.2% |
| Other values (151) | 2313 |
| Value | Count | Frequency (%) |
| 0 | 463 | |
| 5 | 6 | 0.2% |
| 6 | 6 | 0.2% |
| 7 | 41 | 1.1% |
| 8 | 30 | 0.8% |
| 9 | 9 | 0.2% |
| 12 | 6 | 0.2% |
| 13 | 10 | 0.3% |
| 14 | 12 | 0.3% |
| 15 | 43 | 1.2% |
| Value | Count | Frequency (%) |
| 174 | 195 | |
| 169 | 1 | < 0.1% |
| 168 | 9 | 0.2% |
| 167 | 21 | 0.6% |
| 166 | 10 | 0.3% |
| 165 | 55 | 1.5% |
| 161 | 3 | 0.1% |
| 160 | 28 | 0.8% |
| 159 | 23 | 0.6% |
| 158 | 34 | 0.9% |
Interactions
Missing values
Sample
| property_type | society | sector | price | price_per_sqft | area | areaWithType | bedRoom | bathroom | balcony | floorNum | facing | agePossession | super_built_up_area | built_up_area | carpet_area | study room | servant room | store room | pooja room | others | furnishing_type | luxury_score | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | flat | bestech altura | sector 79 | 1.85 | 8604.0 | 2150.0 | Super Built up area 2150(199.74 sq.m.) | 3 | 4 | 3+ | 11.0 | North | New Property | 2150.0 | NaN | NaN | 0 | 1 | 0 | 0 | 0 | 0 | 49 |
| 1 | flat | rof ananda | sector 95 | 0.46 | 6318.0 | 728.0 | Carpet area: 728 (67.63 sq.m.) | 2 | 2 | 2 | 11.0 | North-West | New Property | NaN | NaN | 728.0 | 1 | 0 | 0 | 0 | 0 | 0 | 82 |
| 2 | house | independent | sector 9 | 0.22 | 7407.0 | 297.0 | Carpet area: 33 (27.59 sq.m.) | 2 | 2 | 2 | 1.0 | NaN | Undefined | NaN | NaN | 33.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 3 | flat | umang monsoon breeze | sector 78 | 0.95 | 5491.0 | 1730.0 | Built Up area: 1730 (160.72 sq.m.) | 3 | 3 | 2 | 9.0 | East | Relatively New | NaN | 1730.0 | NaN | 0 | 0 | 0 | 0 | 0 | 1 | 65 |
| 4 | flat | tata primanti | sector 72 | 4.00 | 13769.0 | 2905.0 | Super Built up area 2905(269.88 sq.m.) | 4 | 5 | 2 | 7.0 | South-East | Moderately Old | 2905.0 | NaN | NaN | 0 | 1 | 0 | 0 | 0 | 0 | 38 |
| 5 | house | emaar mgf marbella | sector 66 | 9.00 | 21251.0 | 4235.0 | Plot area 5605(520.72 sq.m.)Built Up area: 5200 sq.ft. (483.1 sq.m.)Carpet area: 4235 sq.ft. (393.44 sq.m.) | 4 | 4 | 3+ | NaN | South-West | Relatively New | NaN | 5200.0 | 4235.0 | 0 | 1 | 1 | 1 | 0 | 1 | 114 |
| 6 | flat | bestech park view residency | sector 2 | 1.02 | 7208.0 | 1415.0 | Super Built up area 1415(131.46 sq.m.) | 2 | 2 | 3 | 11.0 | South-West | Moderately Old | 1415.0 | NaN | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 92 |
| 7 | flat | dlf regency park | sector 28 | 1.35 | 11739.0 | 1150.0 | Super Built up area 1150(106.84 sq.m.)Built Up area: 1120 sq.ft. (104.05 sq.m.)Carpet area: 1050 sq.ft. (97.55 sq.m.) | 2 | 2 | 2 | 14.0 | East | Old Property | 1150.0 | 1120.0 | 1050.0 | 0 | 0 | 1 | 0 | 0 | 0 | 66 |
| 8 | flat | indiabulls enigma | sector 110 | 3.45 | 10147.0 | 3400.0 | Super Built up area 3400(315.87 sq.m.) | 4 | 4 | 3 | 9.0 | North | Moderately Old | 3400.0 | NaN | NaN | 0 | 1 | 0 | 0 | 0 | 1 | 125 |
| 9 | house | international city by sobha phase 2 | sector 109 | 7.00 | 12963.0 | 5400.0 | Plot area 600(501.68 sq.m.) | 5 | 6 | 2 | 2.0 | West | Relatively New | NaN | 5400.0 | NaN | 0 | 1 | 0 | 0 | 0 | 0 | 154 |
| property_type | society | sector | price | price_per_sqft | area | areaWithType | bedRoom | bathroom | balcony | floorNum | facing | agePossession | super_built_up_area | built_up_area | carpet_area | study room | servant room | store room | pooja room | others | furnishing_type | luxury_score | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3793 | house | independent | sector 41 | 4.25 | 26235.0 | 1620.0 | Plot area 180(150.5 sq.m.) | 10 | 9 | 3+ | 4.0 | North | Moderately Old | NaN | 1620.0 | NaN | 1 | 1 | 0 | 0 | 0 | 1 | 36 |
| 3794 | flat | smart world orchard | sector 61 | 1.70 | 15000.0 | 1133.0 | Carpet area: 1150 (106.84 sq.m.) | 2 | 2 | 2 | 4.0 | NaN | Under Construction | NaN | NaN | 1150.0 | 0 | 0 | 0 | 0 | 0 | 0 | 24 |
| 3795 | flat | ats kocoon | sector 109 | 2.22 | 10596.0 | 2095.0 | Super Built up area 2095(194.63 sq.m.) | 3 | 3 | 3 | 20.0 | East | Relatively New | 2095.0 | NaN | NaN | 0 | 1 | 0 | 0 | 1 | 0 | 79 |
| 3796 | flat | the close north | sector 50 | 2.75 | 12500.0 | 2200.0 | Super Built up area 2605(242.01 sq.m.)Built Up area: 2400 sq.ft. (222.97 sq.m.)Carpet area: 2200 sq.ft. (204.39 sq.m.) | 3 | 3 | 3 | 3.0 | South-East | Moderately Old | 2605.0 | 2400.0 | 2200.0 | 0 | 1 | 0 | 0 | 0 | 0 | 110 |
| 3797 | flat | emaar mgf the palm drive | sector 66 | 1.51 | 15130.0 | 998.0 | Super Built up area 1200(111.48 sq.m.)Built Up area: 1188 sq.ft. (110.37 sq.m.)Carpet area: 998 sq.ft. (92.72 sq.m.) | 2 | 2 | 2 | 5.0 | North | Relatively New | 1200.0 | 1188.0 | 998.0 | 0 | 0 | 0 | 1 | 0 | 1 | 82 |
| 3798 | flat | m3m skycity | sector 65 | 2.10 | 16030.0 | 1310.0 | Super Built up area 1310(121.7 sq.m.) | 2 | 2 | 2 | 43.0 | NaN | New Property | 1310.0 | NaN | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 127 |
| 3799 | flat | ats tourmaline | sector 109 | 1.75 | 8139.0 | 2150.0 | Super Built up area 2150(199.74 sq.m.) | 3 | 4 | 3+ | 9.0 | North-East | Relatively New | 2150.0 | NaN | NaN | 0 | 1 | 0 | 0 | 0 | 0 | 94 |
| 3800 | flat | shree vardhman victoria | sector 70 | 1.10 | 8461.0 | 1300.0 | Carpet area: 1300 (120.77 sq.m.) | 2 | 2 | 2 | 8.0 | North-East | Relatively New | NaN | NaN | 1300.0 | 0 | 0 | 0 | 0 | 0 | 0 | 101 |
| 3801 | flat | vatika inxt floors | sector 82a | 0.75 | 7500.0 | 1000.0 | Built Up area: 1000 (92.9 sq.m.)Carpet area: 650 sq.ft. (60.39 sq.m.) | 2 | 2 | 2 | 1.0 | NaN | Undefined | NaN | 1000.0 | 650.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 3802 | flat | orris aster court premier | sector 85 | 1.50 | 5859.0 | 2560.0 | Super Built up area 2560(237.83 sq.m.)Built Up area: 2017 sq.ft. (187.39 sq.m.)Carpet area: 1800 sq.ft. (167.23 sq.m.) | 4 | 5 | 3+ | 6.0 | West | New Property | 2560.0 | 2017.0 | 1800.0 | 0 | 1 | 0 | 0 | 0 | 1 | 28 |